{"id":"W1990822248","doi":"10.5539/ass.v7n7p30","title":"Perception of Suicidal Attempts among College Students in Malaysia","year":2011,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Significant difference; Perception; Psychology; Clinical psychology; Suicide prevention; Questionnaire; Psychiatry; Poison control; Medicine; Environmental health; Sociology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005673654,0.0000885345,0.0001737078,0.0001417304,0.0001886064,0.00001035224,0.0004714403,0.00006645152,0.0006559788],"category_scores_gemma":[0.00002420601,0.000085454,0.00004718608,0.0007681776,0.0008112619,0.000172609,0.0001110998,0.00009920906,0.0001128459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000722263,"about_ca_system_score_gemma":0.00003296504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00141037,"about_ca_topic_score_gemma":0.0002815629,"domain_scores_codex":[0.9986991,0.0000700719,0.0002162617,0.0002819076,0.0003891605,0.0003435036],"domain_scores_gemma":[0.9996548,0.0000155348,0.00008884362,0.0001286241,0.00006194366,0.00005024198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002377331,0.0001399278,0.9396756,0.00000230832,0.000009470895,0.00001335856,0.05365457,1.130319e-8,0.0007026771,0.00314414,0.0002741472,0.002360068],"study_design_scores_gemma":[0.0003015033,0.00005443934,0.9489255,0.000002100289,0.00000655907,9.893356e-7,0.05013138,5.535654e-7,0.0000563005,0.000425382,0.00001118423,0.00008409923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7171121,0.000007809036,0.000004321752,0.00004521131,0.0002244599,0.0001205475,0.000003910167,0.00001388666,0.2824678],"genre_scores_gemma":[0.9993358,0.000001472986,0.00005039547,0.00007438555,0.00006233946,0.00001990024,4.74533e-7,0.000005916497,0.0004492671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2822237,"threshold_uncertainty_score":0.7182508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04004623554154726,"score_gpt":0.3457830650615005,"score_spread":0.3057368295199533,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}